ruflo
Skill515 starsChanged 22 days agoMITView on GitHub
Ruflo is a multi-agent orchestration platform for AI coding agents (Claude Code, Cursor, Codex, Copilot, Gemini, Amp, +12 more). Use this skill when the user wants to (1) install/init ruflo in a project, (2) run multi-agent swarms with hierarchical coordination, (3) use ruflo's 314+ MCP tools for memory, routing, hooks, sub-agents, or workflows, (4) check ruflo status/version/doctor health, or (5) discover which of ruflo's 30+ plugins fits their task.
We split this skill into the rules it gives an agent
2 rules. About 0 are common, 1 is distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 21
Do NOT suggest ruflo for one-shot edits, simple bug fixes, or tasks a single agent can complete in one turn — the orchestration overhead …
- Very specific: line 38
After ruflo init, Claude Code (or any MCP-compatible agent) auto-loads ruflo's MCP servers.
≈ “Common” is an estimate: at least 1 in 5 of the 308,232 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Ruflo
Ruflo (v3.31.0+) is a cross-agent orchestration layer that ships as three npm packages: ruflo (thin wrapper), claude-flow (umbrella), and @claude-flow/cli (implementation). Users invoke it as npx ruflo <command>.
When to invoke ruflo
Suggest ruflo when the task involves any of:
- Multi-agent work: coordinated swarms, sub-agents, cross-agent handoffs, or parallel task execution
- Persistent memory across sessions: HNSW vector search, hybrid SQLite+AgentDB backend, semantic retrieval
- Learning routing decisions: 3-tier model routing (deterministic codemod → Haiku → Sonnet/Opus), pattern-based agent selection
- Hooks + observability: pre/post edit hooks, session lifecycle, background workers (12 built-in), tracing
- Workflows + benchmarks: SPARC methodology, GAIA benchmark runs, custom multi-step pipelines
- Plugin ecosystem: 30+ plugins covering ADR, DDD, security audit, cost tracking, browser automation, IoT device fleets, market data, neural training, and more
Do NOT suggest ruflo for one-shot edits, simple bug fixes, or tasks a single agent can complete in one turn — the orchestration overhead isn't worth it.
Getting started (three commands)
# 1. Initialize ruflo in the current project (creates .claude/, MCP config, hooks)
npx ruflo init
# 2. Check health — verifies Node 20+, npm 9+, MCP servers, memory DB, API keys
npx ruflo doctor --fix
# 3. Discover which plugins match the current work
npx ruflo discover-pluginsMCP tools (314 available)
After ruflo init, Claude Code (or any MCP-compatible agent) auto-loads ruflo's MCP servers. Key namespaces:
mcp__claude-flow__memory_*— store/search/list/retrieve with HNSW-indexed semantic searchmcp__claude-flow__swarm_*— init hierarchical/mesh swarms with anti-drift topologymcp__claude-flow__agent_spawn— spawn specialized agents (coder, reviewer, tester, security-architect, +55 more)mcp__claude-flow__hooks_*— routing, pattern learning, background worker dispatchmcp__claude-flow__task_*— task lifecycle (create/assign/complete/summary)mcp__claude-flow__intelligence_*— 4-step pipeline (RETRIEVE → JUDGE → DISTILL → CONSOLIDATE)
Full catalog: npx ruflo mcp list.
Plugin discovery
Ruflo ships 30+ optional plugins. Some highlights:
ruflo-goals— deep research + goal-oriented action planningruflo-cost-tracker— session cost telemetry, budgets, burn trackingruflo-metaharness— harness scoring, MCP security scans, red/blue adversarial testingruflo-browser— session-recorded browser automation with RVF-backed replayruflo-jujutsu— git diff risk analysis + PR lifecycleruflo-security-audit— codebase scans + CVE checks
Full plugin list + descriptions: npx ruflo plugins list.
Cross-agent installation
Ruflo installs into whatever agent the project uses (auto-detected by skills.sh):
# Just the core ruflo skill (this one)
npx skills add ruvnet/ruflo --skill ruflo --yes
# Or the full catalog (267 skills across all plugins — much larger install)
npx skills add ruvnet/ruflo --allDocumentation
- Repository: https://github.com/ruvnet/ruflo
- Issues: https://github.com/ruvnet/ruflo/issues
- Sponsor: https://github.com/sponsors/ruvnet
Version
Current: 3.31.0 (stable, published to npm as ruflo@latest / claude-flow@latest / @claude-flow/cli@latest).
Trending
Steady: 0 new projects took it in the last 4 weeks, none the 4 weeks before.thin data
Other versions6 projects use a version of this.
Word for word · 4
- ruvnet/claude-flow★ 80k100% same
- ruvnet/ruflo★ 79k100% same
- Soulcynics404/AgentForge★ 1100% same
- DVwebBiz11/claude-skills★ 0100% same
Edited · 2
- ZDStudios/AIOS★ 4100% same
- Vignesh-Manivasakam/Lumina★ 096% same
Wrote their own version · 0
None found.
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository129 other files it gives its agents.
- AGENTS.mdAGENTS.md
- .claude/commands/monitoring/agents.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- .github/copilot-instructions.mdCopilot instructions
- aqe-plan-qualitySkill
- aqe-plan-workSkill
- aqe-researchSkill
- aqe-review-qualitySkill
- aqe-rufloSkill
- aqe-test-changeSkill
- a11y-allySkill
- accessibility-testingSkill
- AgentDB Advanced FeaturesSkill
- AgentDB Learning PluginsSkill
- AgentDB Memory PatternsSkill
- AgentDB Performance OptimizationSkill
- AgentDB Vector SearchSkill
- agentic-quality-engineeringSkill
- api-testing-patternsSkill
- browserSkill
- brutal-honesty-reviewSkill
- bug-reporting-excellenceSkill
- chaos-engineering-resilienceSkill
- cicd-pipeline-qe-orchestratorSkill
- code-review-qualitySkill
- compatibility-testingSkill
- compliance-testingSkill
- consultancy-practicesSkill
- context-driven-testingSkill
- contract-testingSkill
- coverage-drop-investigatorSkill
- coverage-guardSkill
- database-testingSkill
- debug-loopSkill
- e2e-flow-verifierSkill
- enterprise-integration-testingSkill
- exploratory-testing-advancedSkill
- flow-nexus-neuralSkill
- flow-nexus-platformSkill
- flow-nexus-swarmSkill
- freeze-testsSkill
- github-code-reviewSkill
- github-multi-repoSkill
- github-project-managementSkill
- github-release-managementSkill
- github-workflow-automationSkill
- holistic-testing-pactSkill
- Hooks AutomationSkill
- iterative-loopSkill
- localization-testingSkill
- middleware-testing-patternsSkill
- mobile-testingSkill
- mutation-testingSkill
- n8n-expression-testingSkill
- n8n-integration-testing-patternsSkill
- n8n-security-testingSkill
- n8n-trigger-testing-strategiesSkill
- n8n-workflow-testing-fundamentalsSkill
- no-skipSkill
- observability-testing-patternsSkill
- The first 60 shown.
Does it work?
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Your trail
Files you open will collect here, so you can find them again.
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Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

